This portfolio is only meant to supplement my employment experience, not replace it.
Certificates in the certificates folder
It is both a place to showcase my other skills aside from what I demonstrated in work, and for me to develop new skills via new projects.
Skills aimed to demonstrate/practice with each project are:
- sentiment_analysis: NLP. Sentiment Analysis. Web-scraping.
- 7_wonders: Reinforcement learning using Gymnasium library. OOP. Only implemented Deep-Q Learning for now.
- catan: Object-oriented programming, practical AI programming.
- simple_machine_learning_deployments: Machine Learning Engineering, Airflow, Flask
- functional_programming: Functional Programming, Meta-Programming, OOP.
- earth_surface_temperature: Interactive dashboard using Plotly and Streamlit.
- chat_csv: Chatbot app that allows you to ask questions about your csv or postgresql data.
- cities_skylines_transport_ridership: Basic data visualization using Seaborn.
- duck_detection: Basic object detection and json data manipulation.
- 24_plus_solver: This is mainly a toy project for a challenge, made use of generator functions.
- geospatial: Geospatial Data Science, still only a practice ground. I have yet to find a dataset I like to work with and make something fruitful out of it.
Sentiment Analysis, 7 Wonders, Catan, Simple ML Deployments, Functional Programming, and Chat CSV are multi-day projects spanning a few days or weeks, the rest are 1-day projects (6, 8, 9, 10) or practice range (11).
More project info can be found on the projects' own readme.
This portfolio is currently not being worked on regularly.